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The phrase "eliminate items" is correct and usable in written English.
You can use it when you want to refer to the removal of items from a list or selection. For example, "We need to eliminate some items in order to stay within the budget."
Exact(15)
It costs nothing to eliminate items from your closet.
Therefore, it is not sensible to eliminate items for further analyses only because statistical DIF exists (Spoden et al. 2015; Zumbo 1999).
This is also not the first time Yahoo has made the decision to eliminate items from its overly large lineup – it did the same in March and April 2013, today's announcement also notes.
An initial procedure was necessary to eliminate items with overlapping content and reduce patient burden.
Unfortunately, this may eliminate items that contribute to the sensitivity and content validity of the resulting item banks.
Ratings were consistent across respondent groups, but where they diverged decisions to retain or eliminate items followed the preference of the patients.
Similar(45)
There is no need to eliminate item 2 in general.
To improve practicality and eliminate item redundancy a modified instrument was needed.
The shorter 11-item QuickDASH was developed to reduce respondent and administrative burden and eliminate item redundancy.
As panellists proposed no additional items and made no other negative comments other than the suggestion to eliminate item 26, we concluded that consensus was reached.
So he put together a team to overhaul the menu, cutting portions and eliminating items with lots of calories.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com